Borrowing it
Nothing to install: this file belongs to kwakseongjae/oh-my-design. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/kwakseongjae/oh-my-design/main/.claude/skills/omd-orchestrator/SKILL.mdgit clone --depth 1 https://github.com/kwakseongjae/oh-my-designWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/kwakseongjae/oh-my-design/omd-orchestrator)<a href="https://agentmods.dev/skills/kwakseongjae/oh-my-design/omd-orchestrator"><img src="https://agentmods.dev/badge/skills/kwakseongjae/oh-my-design/omd-orchestrator/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/kwakseongjae/oh-my-design/omd-orchestrator"><img src="https://agentmods.dev/badge/skills/kwakseongjae/oh-my-design/omd-orchestrator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00077 | $0.02294 |
| Opus 5 | $0.00039 | $0.01147 |
| Sonnet 5 | $0.00015 | $0.00459 |
| Haiku 4.5 | $0.00008 | $0.00229 |
Grade A, and why
omd:orchestrator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 174 lines — stays where its author put it; the contents beside it link to each section on GitHub.
omd:orchestrator
omd v0.2 agent layer의 supervisor. 한 글/한 컴포넌트가 여러 specialist를 거쳐야 할 때 routing을 책임진다.
채택 패턴: Anthropic orchestrator-workers (Building effective agents, 2024-12) + LangGraph supervisor의 revision-cap. 자세한 비교는 data/research/2026-05-18-agent-landscape.md §1.
런타임 dependency 없음. Claude Code의 subagent 호출 메커니즘이 그대로 orchestrator-workers 토폴로지를 구현한다.
0. Worker 카탈로그
| 역할 | subagent | 용도 |
|---|---|---|
| Writer | omd-kr-writer |
한국어 본문 작성. preset_id 인자로 voice 결정. |
| Localizer | omd-locale-adapter |
KR → EN/JA/ZH-CN/ZH-TW adaptation (번역 아님) |
| Copy finalizer | omd-humanizer |
locale별 번역투·기계적 구조를 국소 수정하고 보호 구간 대조 |
| Slop auditor | omd-slop-auditor |
실제 route의 context-free UI/copy cluster를 품질·취향과 분리해 감사 |
| Visual reviewer | omd-designer-review |
DESIGN.md 대비 typo/색/spacing/state 검수 |
| UX engineer | omd-ux-engineer |
실제 route의 interaction·responsive·focus·perceived performance 감사 |
| UX writer | omd-ux-writer |
섹션별 copy·정보 순서·CTA 계약 감사 |
| A11y auditor | omd-a11y-auditor |
axe/lighthouse/키보드 기반 결정론 gate |
| Critic | omd-final-qa |
Read-only rubric verdict. 2-round cap 강제. |
| Image materializer | omd-codex-image |
<!-- omd:gen-image --> 블록을 채널별로 실체화 (Codex native gen / asset-curator fallback / OpenCode user-queue) |
1. 입력
사용자 요청. 예:
- "당근 디자인 시스템 분석 글 작성, KR + EN, 5500자+"
- "이 컴포넌트 디자인 리뷰 받고 카피 다듬어줘"
- "이 글 final QA 거쳐서 출간 ready로"
2. Routing decision tree
사용자 요청 도착
├─ "글 작성" 키워드 → Stage 1: omd-kr-writer
├─ "AI 티/번역투/문장이 기계적" → omd-humanizer
├─ 다국어 요청 ("EN", "영문", "JA", "간체", "대만어") → Stage 3 + locale별 humanize 추가
├─ "AI slop/템플릿 같음" + audit만 → omd-slop-auditor
├─ 기존 UI "고쳐/개선/구현" → UI delivery lane → 수정은 caller의 omd:apply
├─ artifact 첨부 + "리뷰" → Stage 2부터 진입
└─ "출간 ready" → Stage 4 final-qa로 직행
2.1 UI delivery lane — advice와 delivery를 분리
기존 UI의 변경 요청에서는 orchestrator가 제품 파일을 직접 편집하지 않는다. 다음 work packet을 먼저 고정하고 필요한 specialist를 최대 3개까지만 선택해 read-only로 실행한다.
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 174 lines · 77 tokens per session scan A 233d26e18f16
omd:orchestrator is a skill published in the GitHub repository kwakseongjae/oh-my-design (500 stars, last pushed 5d ago), licensed MIT. It adds 77 tokens to every session and 2,294 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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